no code implementations • 7 Oct 2021 • Pierre Louis Gaudilliere, Halla Sigurthorsdottir, Clémentine Aguet, Jérôme Van Zaen, Mathieu Lemay, Ricard Delgado-Gonzalo
Our team, CinCSEM, proposes to draw the parallel between text and periodic time series signals by viewing the repeated period as words and the whole signal as a sequence of such words.
no code implementations • 7 Oct 2020 • Jérôme Van Zaen, Ricard Delgado-Gonzalo, Damien Ferrario Mathieu Lemay
We applied the neural networks to the dataset used for the challenge of Computing in Cardiology 2017 and a dataset built by joining three databases available on PhysioNet.
no code implementations • 28 Sep 2020 • Halla Sigurthorsdottir, Jérôme Van Zaen, Ricard Delgado-Gonzalo, Mathieu Lemay
The model combines convolutional and recurrent layers, takes sliding windows of ECG signals as input and yields the probability of each class as output.
1 code implementation • 25 Jun 2019 • Jérôme Van Zaen, Olivier Chételat, Mathieu Lemay, Enric M. Calvo, Ricard Delgado-Gonzalo
While most heart arrhythmias are not immediately harmful, they can lead to severe complications.
no code implementations • 18 Jun 2019 • Engin Türetken, Jérôme Van Zaen, Ricard Delgado-Gonzalo
The rapidly-advancing technology of deep learning (DL) into the world of the Internet of Things (IoT) has not fully entered in the fields of m-Health yet.